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Public Rec
Public Rec
Visibility44
Vibe90
Businesses/Apparel & Fashion/Public Rec
Public Rec
AI Visibility & Sentiment

Public Rec

Public Rec is a men's apparel brand specializing in comfortable, versatile pants and clothing that bridge the gap between athleisure and dress wear. They're known for creating 'absurdly comfortable' clothes that look polished enough for work or going out while feeling as comfortable as sweatpants.

Active Monitoring
publicrec.co
Apparel & Fashion
AI Visibility Score
44/100

Moderate

Sentiment Score
90/100
Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core
44
adjacent
25
OverviewLandscapeInsights & ActionsContent IdeasConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Public Rec today.

Public Rec maintains a moderate AI visibility score of 55/100, anchored by strong brand-specific recognition and dominant rankings for collection-based queries like 'Gamechanger vs Dealmaker.' While performance is robust on Gemini and ChatGPT, the brand is completely invisible on Claude and shows inconsistent rankings in broader category searches like 'Hybrid Work & Professional Comfort.'

Working in your favor

High brand awareness in direct 'vibe check' queries across ChatGPT, Gemini, and AI Overviews, consistently holding the #1 position.

Dominant visibility in product-specific comparisons such as 'gamechanger vs dealmaker' where it maintains top-tier ranking across multiple platforms.

Strong performance in 'Travel & Versatility' queries, particularly with Gemini and AI Overviews for athletic tech chinos.

Gaps to close

Total lack of visibility on Claude (0% mention rate), suggesting a deficiency in the specific datasets or editorial sources prioritized by Anthropic.

Inconsistent performance in broad professional intent queries; for example, being 'NOT MENTIONED' in several 'work wardrobe' and 'dress pants for guys who hate suits' searches.

Mixed sentiment across all core personas, indicating that while the brand is known, its specific value proposition for Tech Leads and Frequent Flyers is not being framed purely positively.

Opportunities

Capture the 'Hybrid Work' market segment by improving relevance for generic dress pant alternatives, where competitors like Lululemon and Ministry of Supply currently lead in volume.

Leverage the high AI Overviews position (#1) for tech chinos to drive more traffic from 'athletic build' queries.

Improve mention rates for the Style-Conscious Spouse persona by targeting gift-related and aesthetic-focused fashion content.

Highest-Impact Actions
1

Investigate and resolve Claude invisibility by increasing presence in high-authority editorial gift guides and premium fashion subreddits.

A 0% mention rate on a major LLM like Claude represents a significant missed audience and suggests a gap in the high-quality text sources the model uses for training.

2

Optimize content for 'Hybrid Work & Professional Comfort' keywords to fix 'NOT MENTIONED' statuses.

Public Rec performs well when specifically named, but fails to appear in broad discovery queries for office-appropriate comfort, losing ground to Lululemon's ABC Pant.

3

Execute a sentiment-repair campaign focusing on the 'Remote Tech Lead' persona through niche tech-lifestyle publications.

Mixed sentiment among the Remote Tech Lead persona suggests that while they know the brand, there is friction or negative feedback regarding the specific utility for this demographic.

Value Proposition

Pants and clothing that combine the comfort of sweatpants with the polished look of dress pants, allowing men to look professional without sacrificing comfort.

Overview

Public Rec is a men's apparel brand specializing in comfortable, versatile pants and clothing that bridge the gap between athleisure and dress wear. They're known for creating 'absurdly comfortable' clothes that look polished enough for work or going out while feeling as comfortable as sweatpants.

Mission

To make absurdly comfortable clothes you'll want to live in - pants guys can wear comfortably on the couch and confidently on the street.

Products & Services
Gamechanger Collection (sweatpant-style dress pants)Dealmaker Collection (comfortable dress pants)Joggers and casual pantsChinos and shortsTops and outerwear
Current State

Visibility Landscape

A high-level view of how Public Rec performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

97
0
97
97
“What do you know about Public Rec? What do they do and what's their reputation?”
#1
No
#1
#1

Core10q

Product/service category queries

83
0
88
55
“is public rec a good brand compared to lululemon or rhone”
#1
No
#1
#1
“i need pants for a business casual office that are as comfortable as sweatpants”
#1
No
#6
No
“best travel pants for a 10 hour flight that still look good for dinner”
#3
No
#1
No
“tell me about the public rec gamechanger vs dealmaker pants”
#1
No
#1
#1
“what are the best dress pants for guys who hate wearing suits”
No
No
#15
No
“recommend some versatile joggers that don't look like gym clothes”
#1
No
#5
No
“find me some sweatpant-style dress pants that i can wear with a blazer”
#1
No
#1
No
“best tech chinos for guys with athletic builds”
#3
No
#7
#1
“public rec gamechanger reviews reddit style”
#1
No
#1
#1
“who makes the most comfortable men's dress pants right now”
#17
No
#1
No

Growth Areas2q

Adjacent, aspirational & visionary

94
0
96
0
“help me build a work wardrobe that's actually comfortable and doesn't involve jeans”
#1
No
#2
No
“what should I pack for a business trip to look professional but stay comfortable on the plane”
#3
No
#1
No
ChatGPT
Claude
Gemini
AI Overviews

“What do you know about Public Rec? What do they do and what's their reputation?”

ChatGPT#1
ClaudeNo
Gemini#1
AI Overviews#1

“is public rec a good brand compared to lululemon or rhone”

ChatGPT#1
ClaudeNo
Gemini#1
AI Overviews#1

“i need pants for a business casual office that are as comfortable as sweatpants”

ChatGPT#1
ClaudeNo
Gemini#6
AI OverviewsNo

“best travel pants for a 10 hour flight that still look good for dinner”

ChatGPT#3
ClaudeNo
Gemini#1
AI OverviewsNo

“tell me about the public rec gamechanger vs dealmaker pants”

ChatGPT#1
ClaudeNo
Gemini#1
AI Overviews#1

“what are the best dress pants for guys who hate wearing suits”

ChatGPTNo
ClaudeNo
Gemini#15
AI OverviewsNo

“recommend some versatile joggers that don't look like gym clothes”

ChatGPT#1
ClaudeNo
Gemini#5
AI OverviewsNo

“find me some sweatpant-style dress pants that i can wear with a blazer”

ChatGPT#1
ClaudeNo
Gemini#1
AI OverviewsNo

“best tech chinos for guys with athletic builds”

ChatGPT#3
ClaudeNo
Gemini#7
AI Overviews#1

“public rec gamechanger reviews reddit style”

ChatGPT#1
ClaudeNo
Gemini#1
AI Overviews#1

“who makes the most comfortable men's dress pants right now”

ChatGPT#17
ClaudeNo
Gemini#1
AI OverviewsNo

“help me build a work wardrobe that's actually comfortable and doesn't involve jeans”

ChatGPT#1
ClaudeNo
Gemini#2
AI OverviewsNo

“what should I pack for a business trip to look professional but stay comfortable on the plane”

ChatGPT#3
ClaudeNo
Gemini#1
AI OverviewsNo
Competitive Landscape
1
Lululemon
110 mentions
2
Bonobos
58 mentions
3
Public Rec
57 mentions
4
Ministry of Supply
56 mentions
5
Rhone
52 mentions
6
Warpstreme
41 mentions
7
Uniqlo
31 mentions
8
ABC Pant
31 mentions
9
Western Rise
26 mentions
10
Commuter Pant
22 mentions
11
Vuori
20 mentions
Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Public Rec's AI visibility.

Key Findings

Strength

High brand awareness in direct 'vibe check' queries across ChatGPT, Gemini, and AI Overviews, consistently holding the #1 position.

Strength

Dominant visibility in product-specific comparisons such as 'gamechanger vs dealmaker' where it maintains top-tier ranking across multiple platforms.

Strength

Strong performance in 'Travel & Versatility' queries, particularly with Gemini and AI Overviews for athletic tech chinos.

Recommended Actions

1

Investigate and resolve Claude invisibility by increasing presence in high-authority editorial gift guides and premium fashion subreddits.

A 0% mention rate on a major LLM like Claude represents a significant missed audience and suggests a gap in the high-quality text sources the model uses for training.

2

Optimize content for 'Hybrid Work & Professional Comfort' keywords to fix 'NOT MENTIONED' statuses.

Public Rec performs well when specifically named, but fails to appear in broad discovery queries for office-appropriate comfort, losing ground to Lululemon's ABC Pant.

3

Execute a sentiment-repair campaign focusing on the 'Remote Tech Lead' persona through niche tech-lifestyle publications.

Mixed sentiment among the Remote Tech Lead persona suggests that while they know the brand, there is friction or negative feedback regarding the specific utility for this demographic.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Brand Reliability & Category Comparison(3 queries)

“is public rec a good brand compared to lululemon or rhone”

3/4 platforms mentioned

Core
Remote Tech Lead · Senior Staff Engineer
ChatGPTChatGPT
1.Public Rec
2.Lululemon
3.Rhone
4.Everlux
5.Nulu

+2 more

ClaudeClaude

No brands listed

GeminiGemini
1.Public Rec
2.Lululemon
3.Rhone
4.All Day Every Day Pant
5.ABC Pant

+4 more

AI OverviewsAI Overviews
1.Public Rec
2.Lululemon
3.Workday Pant
4.ADED Jogger
5.ABC joggers

+3 more

“public rec gamechanger reviews reddit style”

3/4 platforms mentioned

Core
Remote Tech Lead · Senior Staff Engineer
ChatGPTChatGPT
1.Reddit
2.Public Rec
3.GameChanger
4.All Day Everyday Pant
5.Amazon

+16 more

ClaudeClaude

No brands listed

GeminiGemini
1.Public Rec Gamechanger
2.Reddit
3.Outlier
4.Lululemon ABC Trouser
5.All Day Every Day (ADED) pant

+10 more

AI OverviewsAI Overviews
1.Public Rec
2.Gamechanger Rec Pant
3.Gamechanger Rec Joggers
4.Rec Pant
5.Lululemon

+1 more

“who makes the most comfortable men's dress pants right now”

1/4 platforms mentioned

Core
Remote Tech Lead · Senior Staff Engineer
ChatGPTChatGPT
1.Lululemon
2.Ministry of Supply
3.Bonobos
4.Uniqlo
5.J.Crew

+26 more

ClaudeClaude

No brands listed

GeminiGemini
1.Public Rec
2.Lululemon
3.Rhone
4.Commuter Pant
5.Lululemon ABC

+21 more

AI OverviewsAI Overviews
1.Lululemon
2.Ministry of Supply
3.Mizzen + Main
4.Quince
5.Duer

+24 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Public Rec official website

publicrec.co

Web1 ref

Public rec. Comparison : r/Lululemen - Reddit

reddit.com

Forum1 ref

Lululemon ABC Shorter 28" Jogger vs. Public Rec ADED ... - Reddit

reddit.com

Forum1 ref

Is Public Rec Worth It? Men’s Athleisure Review - YouTube

youtube.com

Video1 ref

LLL vs Public Rec? : r/lululemon - Reddit

reddit.com

Forum1 ref

Are These Stretchy Pants Better Than LuLuLemon? - The Peak Lapel

thepeaklapel.com

Web1 ref

Public Rec Apparel Review - The Hackers Paradise

thehackersparadise.com

Web1 ref

Public Rec Review: We Tried Their Most Popular Styles - The Adult Man

theadultman.com

Web1 ref

Public Rec Clothing—Where sweatpants meet slacks - Reviewed

reviewed.com

Web1 ref

The Best Women's Work Pants for Every Style and Budget

businessinsider.com

Web1 ref

Best Work Pants For Women 2026 - Forbes Vetted

forbes.com

Web1 ref

Perfect Work Pants for Women from a Professional Stylist - Real Life Style

real-life-style.com

Web1 ref

Best Work Pants For Men 2026 - Forbes Vetted

forbes.com

Web1 ref

The Best Work Pants of 2026 - GearJunkie

gearjunkie.com

Web1 ref

The 6 Best Work Pants, Tested and Reviewed - InStyle

instyle.com

Web1 ref
Brand Identity

Brand Voice & Style

How AI perceives Public Rec's communication style and personality

Public Rec communicates with a confident, relatable, and slightly irreverent tone that speaks directly to men who are tired of uncomfortable dress pants. The brand voice is conversational and down-to-earth, using straightforward language that cuts through fashion jargon. They're not afraid to be bold with claims like 'the world's most comfortable pants' while backing it up with social proof. The messaging is benefit-focused and practical, emphasizing real-life use cases like 'Built for the 9-5' and 'Built for Tee Time.'

Core Tone Traits

Confident & Bold

Makes strong claims about comfort and quality, backed by reviews and press mentions

Relatable & Down-to-Earth

Speaks to regular guys in plain language, acknowledging they hate dress pants

Practical & Benefit-Focused

Emphasizes real-world applications and lifestyle benefits over fashion trends

Witty & Slightly Irreverent

Uses clever taglines like 'Dress pants for guys who hate dress pants'

Visual Identity

Primary

#1A2744

Secondary

#D4C4A8

Accent

#FFFFFF

Background

#FFFFFF

Foreground

#111111

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 17, 2026.

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Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Public Rec is a men's apparel brand specializing in comfortable, versatile pants and clothing that bridge the gap between athleisure and dress wear. They're known for creating 'absurdly comfortable' clothes that look polished enough for work or going out while feeling as comfortable as sweatpants.

Pants and clothing that combine the comfort of sweatpants with the polished look of dress pants, allowing men to look professional without sacrificing comfort.

AI Visibility Score

Public Rec has an AI visibility score of 55/100, rated as moderate. This score reflects how often and how prominently Public Rec appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Public Rec maintains a moderate AI visibility score of 55/100, anchored by strong brand-specific recognition and dominant rankings for collection-based queries like 'Gamechanger vs Dealmaker.' While performance is robust on Gemini and ChatGPT, the brand is completely invisible on Claude and shows inconsistent rankings in broader category searches like 'Hybrid Work & Professional Comfort.'

Strengths

  • High brand awareness in direct 'vibe check' queries across ChatGPT, Gemini, and AI Overviews, consistently holding the #1 position.
  • Dominant visibility in product-specific comparisons such as 'gamechanger vs dealmaker' where it maintains top-tier ranking across multiple platforms.
  • Strong performance in 'Travel & Versatility' queries, particularly with Gemini and AI Overviews for athletic tech chinos.

Visibility Gaps

  • Total lack of visibility on Claude (0% mention rate), suggesting a deficiency in the specific datasets or editorial sources prioritized by Anthropic.
  • Inconsistent performance in broad professional intent queries; for example, being 'NOT MENTIONED' in several 'work wardrobe' and 'dress pants for guys who hate suits' searches.
  • Mixed sentiment across all core personas, indicating that while the brand is known, its specific value proposition for Tech Leads and Frequent Flyers is not being framed purely positively.

Competitors in AI Recommendations

  • Lululemon: 110 mentions
  • Bonobos: 58 mentions
  • Ministry of Supply: 56 mentions
  • Rhone: 52 mentions
  • Warpstreme: 41 mentions
  • Uniqlo: 31 mentions
  • ABC Pant: 31 mentions
  • Western Rise: 26 mentions
  • Commuter Pant: 22 mentions
  • Vuori: 20 mentions
  • Nordstrom: 17 mentions
  • J.Crew: 17 mentions
  • Banana Republic: 15 mentions
  • Bluffworks: 15 mentions
  • Tumi: 14 mentions

Categories: Apparel & Fashion